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Machine Learning for Finance

Table of Contents

The topic would be available (viewable) the day before the class.
Topics
Lecture
Small Description
Difficulty
Homework
1
Machine learning in finance.
Easy
Yes
2
3
Predicting continuous values.
Medium
No
4
Predicting categorical values.
Medium
Yes
5
Systems and data importance.
Easy
No
5
Preparing data for modelling.
Easy
No
6
Selecting the best model.
Hard
No
7
Explaining the model.
Medium
Yes
8
Modelling data without labels.
Medium
No
9
10
Deep neural networks.
Hard
No
11
Turning text into numbers.
Medium
No
12
Learning from experience.
Hard
No
13
Process in asset management.
Medium
No
Semester
Assignments and homework
Example
GPT Example Usage

Calendar Hours

Syllabus

Student FAQs

Housekeeping

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